Comparisons between satellite-retrieved and model-simulated NO₂ columns are affected by differences between the model vertical profile and the assumed profile used in the retrieval process. We examine how such differences impact NO_x emission estimates from satellite observations. Larger differences between the simulated and assumed profile shape correspond to larger emission errors. This reveals the importance of using consistent profile information when comparing satellite columns to models.